|Publication number||US6930707 B2|
|Application number||US 09/746,816|
|Publication date||Aug 16, 2005|
|Filing date||Dec 22, 2000|
|Priority date||Dec 22, 2000|
|Also published as||US20020080256|
|Publication number||09746816, 746816, US 6930707 B2, US 6930707B2, US-B2-6930707, US6930707 B2, US6930707B2|
|Inventors||Cary Lee Bates, Eric Lawrence Barsness, John Matthew Santosuosso|
|Original Assignee||International Business Machines Corporation|
|Export Citation||BiBTeX, EndNote, RefMan|
|Patent Citations (7), Referenced by (89), Classifications (11), Legal Events (4)|
|External Links: USPTO, USPTO Assignment, Espacenet|
The present invention relates to digital data devices, and in particular to digital cameras, motion video, and similar devices which digitally capture optical images.
The latter half of the twentieth century has been witness to a phenomenon known as the information revolution. While the information revolution is a historical development broader in scope than any one event or machine, no single device has come to represent the information revolution more than the digital electronic computer. The development of computer systems has surely been a revolution. Each year, computer systems grow faster, store more data, and provide more applications to their users.
The declining prices and expanding capabilities of modem digital technology has caused it to be used in an ever increasing variety of applications. One of these applications has been the capturing of optical images. Optical imaging technology generally uses a digital sensor array, such as a charge-coupled device (CCD) array, having a large number of photosensitive elements arranged in a regular pattern, and appropriate supporting hardware which scans the output of the elements and constructs therefrom a digital image. The digital image can then be stored in any digital data storage medium, displayed on a digital display device, printed on paper or other medium, manipulated using editing tools, or transmitted to remote locations using any transmission medium appropriate for digital data.
Optical imaging has been used in a variety of settings, including fax machines, document scanners, bar code readers, and so forth. In particular, digital optical imaging is also used as a substitute for older film-based media in high-resolution still and motion picture cameras. Indeed, as digital optical technology improves in quality and declines in price, many foresee the day when it will completely supplant the older film-based media in these fields.
A digital camera, whether still or motion video, typically contains an on-board processor, which can be programmed to perform a variety of functions. Among other things, the processor can be programmed to embed supplementary information in the digital image. It is well known, for example, to embed a date and time at which the image was captured. Date and time is easily established by maintaining an on-board digital clock in the camera. Other information might be useful, but is not so easily obtained.
Most digital cameras to date have simply tried to mimic the capabilities of their mechanical device counterparts, making limited use of digital technologies other than simple optical scanning and recording. Such an approach fails to recognize the vast potential of the information age to provide improved integration of digital technology and enhanced function of digital cameras not yet conceived, a potential which is bounded only by human imagination.
A digital camera contains biometric capability to identify an individual photographer. Specifically, it is preferred that this biometric capability be provided by the camera's own optical imaging capability, which obtains an image of some distinguishing feature of the photographer, and matches it to an on-board database of such features to identify the individual.
In the preferred embodiment, the distinguishing feature is the iris of a photographer's eye. It is recognized that, like fingerprints, an iris contains numerous distinguishing features and patterns which can be abstracted from an image to develop a unique identification. Not only are the irises of any two people different, but the two irises of any individual differ from each other. The camera's digital sensor captures an image of a photographer's iris, abstracts a set of distinguishing features from the image, compares this set to a stored set of distinguishing features of known irises, and if possible, matches the photographer's features to one in the stored set.
In the preferred embodiment, a combination of mirrors, lenses, prisms or other optical devices focuses light from the iris to capture its image as the photographer's eye is placed in the vicinity of a viewing window for viewing the object to be photographed. Once the photographer's iris is recorded, these optical devices alter their configuration so that the viewing window functions in a conventional manner. Alternatively, it would be possible for the photographer to look directly into the lens of the camera to register his iris before obtaining still or motion video.
Preferably, the camera may be programmed to use photographer identifying information in any of several modes, alone or in combination. The identity of the photographer may be automatically recorded with the recorded digital image (still photograph or motion video). Identity may be simply a photographer name; alternatively, the identity may be a digital signature derived from the biometric information, which would be difficult to alter and thus could be used to validate ownership of video images. Additionally, verifying the identify of a photographer may be used as an anti-theft or anti-tampering device, wherein one or more functions of the camera is disabled unless the identity matches one in the database. Disabling function may, e.g., mean preventing the capture of an image, or may mean preventing an image previously captured from being output to another device for printing, storage, and the like. Finally, individual photographers may record individual default preferences for camera settings. Upon determining the identity of a photographer, the camera could set itself to previously defined default settings associated with the particular photographer.
A digital camera as described herein provides an enhanced record supplementing its recorded digital images, provides a greater degree of protection from theft and loss of privacy, and provides greater ease of use among multiple individuals.
The details of the present invention, both as to its structure and operation, can best be understood in reference to the accompanying drawings, in which like reference numerals refer to like parts, and in which:
In accordance with the present invention, a biometric parameter is obtained from the photographer. In the preferred embodiment, this biometric measurement is an optical image of the iris of one of the photographer's eyes. This image may be obtained in many possible ways, a sample of which are shown and described herein.
Preferably, an image of the photographer's iris is taken using the same optical sensors that are used for photographing an object of interest to the photographer.
A third configuration of camera 100 is possible, as represented in FIG. 1A. In this configuration, deflecting mirror is rotated approximately 90 degrees from the configuration of
In the configuration of
One-way mirror glass 306 mounted at an oblique angle to display 308 permits light from display 308 to pass through glass 306 and view window 309 to the photographer's eye. View window 309 may be a magnifying lens to enable easier viewing of display 308. However, light coming from the photographer's eye passes through view window 309, is reflected by mirror glass 306, passes through focusing lens 307 and is sensed by optical array 303. Therefore, to obtain an image of the photographer's iris, shutter 304 is closed. In this mode, display 308 may be activated to a white screen to provide illumination of the iris, or it may be shut off completely.
As in the case of the third embodiment discussed above, one-way mirror glass 406 mounted at an oblique angle to display 408 permits light from display 408 to pass through glass 406 and view window 409 to the photographer's eye. Light coming from the photographer's eye passes through view window 409, is reflected by mirror glass 406, and passes through focusing lens 407. However, unlike the case of the third embodiment, in the fourth embodiment a separate optical sensor array 405 is used to sense the image of the photographer's iris. It will be appreciated that since the purpose of sensing the iris is to match data from the image with data from previously obtained images, sensor array 405 is not necessarily of the same high resolution as sensor array 403, and additionally may be monochromatic. When sensing the photographer's iris, display 408 may be activated to a white screen to provide illumination of the iris, or it may be shut off completely.
In order to capture an image of the photographer's iris, the photographer simply looks directly into lens 502, preferably before taking the picture. Because the photographer's iris is a rather small object, it is expected that the photographer will look into the lens from a very close distance. The lens must therefore be able to focus at this close distance to obtain an image of the iris. Close-up lenses are, of course, well known. A lens having a full range of focal lengths between the close distance and infinity may add unnecessary cost to the camera. Full range is not required however; it is merely required to be able to focus at a single, fixed close distance. This could be accomplished by a special lens setting or even an auxiliary lens member.
It will be understood that the representations in
It will be recognized that in at least some of the configurations shown above, and in other variations which may be conceived within the scope of the present invention, light from the photographers iris may strike the optical sensor array at an oblique angle or pass through prisms or similar optical media, any of which may distort the image which is captured by the optical sensor array. For example, the image may be elliptical rather than circular. The purpose of capturing an image of the iris is not to produce a true picture of the iris, but to match the captured image with data from a previously captured image stored in the database. Therefore, as long as the process is repeatable, the fact that it does not capture a true image of the photographer's iris is irrelevant.
Memory 602 preferably includes a portion which is strictly non-volatile, i.e., the data in the non-volatile portion is not lost in the event the memory receives no power, whether due to battery failure, replacement, or other event. Control program 603 and photographer profile 604 are preferably stored in this portion of memory. Specifically, it is preferred that photographer profile 604 be stored in a flash memory, which is non-volatile and allows data to be written a limited number of times. Memory 602 may also include a volatile or dynamic portion for storing temporary values, counters, etc., or for buffering image data.
In the preferred embodiment, photographer profile 604 contains a plurality of entries, each entry containing an iris scan summary, a photographer identifier, a photographer authority field, and an optional settings field. The iris scan summary is a digital record of multiple iris features, which is produced by obtaining a digital image of the iris and identifying and abstracting the various features of the iris from the image. Preferably, this iris scan summary is encoded into a record of approximately 512 bytes or less. Suitable iris recognition technology for high discrimination iris recognition in a high security context is available from, among others, Iridian™ Technologies. For purposes of the present invention, such a high discrimination capability is considered unnecessary, and it may be possible to reduce the number of features identified and the corresponding size of the iris scan summary. For example, the aforementioned Iridian™ Technologies iris recognition boasts a capability of recognizing 244 degrees of freedom, having odds of producing a false match as low as 1 in 1048. Such a capability may be desirable for guarding secrets of national importance, but it is overkill for purposes of the present invention. Typically, one would expect that ten or fewer individuals would be authorized to use a single camera. Furthermore, to discourage theft, it is enough to make it highly unlikely that the thief will be able to use the camera, and not necessarily to make the odds astronomical. It is believed that if the odds of a false match are 1 in 100 or less, such accuracy is sufficient for purposes of the present invention. This relaxing of the constraints makes incorporation of biometric capability as described herein more practical in the context of a camera. It not only reduces the amount of data which must be stored in the photographer profile, but it reduces the required accuracy of an image taken of the iris. This iris image may be at a fairly low resolution, or may be distorted, monochromatic, etc., and still fulfill the requirements of biometric identification described herein.
The photographer identifier field is preferably a text name, but a different form of identifier could be used. The photographer authority field defines the authority that the photographer has to use the camera. The following authority levels are defined:
One of the entries in the photographer profile is a default entry, which may be in a fixed location (e.g., the first location), or may have a known value in either its iris scan summary or the photographer name field which the control program recognizes as a default. The default entry is used to define the authority of a photographer who is not otherwise recognized, i.e., the authority of a photographer who has no corresponding entry for his iris in the photographer profile. Preferably, when the camera is initially shipped from the manufacturer, the default authority is set to “Master”, allowing anyone to use all the camera functions. The purchaser may then alter the photographer profile by adding a scan of his own iris, giving himself master authority, and changing the default authority to a desired value. Preferably, the control program would prevent any change to the profile which would result in nobody having “Master” authority.
The optional settings field can be used to set the camera to one or more parameters preferred by the individual photographer. For example, some digital cameras enable a photographer to specify the resolution of the image saved in storage. A user could set the camera so that images taken by certain people (e.g., children) are at a low resolution to save memory, while images taken by others are at a higher resolution. Typically, the settings in the profile would only be initial settings, and the photographer would be able to override any stored settings for a particular photograph.
Text and similar data for the profile, or function selection, may be entered into the camera through any appropriate combination of buttons or other input means. Since such data is entered infrequently, it is not necessary that the camera contain a full function keyboard, as in common in the case of computers. For example, an arrow for scrolling through the alphabet, coupled with a select button, is sufficient.
Control program 603 then compares the abstracted iris features just obtained with the stored iris features in the iris scan summary field of each entry in photographer profile 604 (step 705). If a match is found, the “Y” branch is taken from step 705. In this case, a user authority level is set to the authority value contained in the authority field of the corresponding entry in photographer profile 604, and the photographer is set to the value of the photographer identifier field (step 706). If the optional settings field is used, the camera settings are set to the values specified in the settings field of the photographer profile entry. If, on the other hand, no match is found at step 705, the “N” branch is taken, and the user authority level and settings are set to default values, while the photographer is set to a blank or null value (step 707).
Control program 403 then examines the user authority level (step 708). If the authority level is “None”, the user is not authorized to use the camera, and the control program shuts down (step 709), returning to the idle state 701. If the authority level is something other than “None”, the control program resets the camera for viewing and capturing images (step 710), i.e., the configuration of the camera is altered as necessary to view and capture images of objects of interest, as opposed to scanning a user's iris.
Control program 403 then waits for the user to select a camera function (step 711). A function could be to capture an image (take a still photograph or motion video), but could be many other things as well. Some functions may relate to preparation for the capture of a particular image, such as manually setting the aperture, focus, etc., while other functions may relate to matters unrelated to a particular image, such as setting a date/time indicator, uploading a collection of images in storage, etc. In particular, one of the functions available is to edit photographer profile 604.
When control program 603 detects a function selection (by, e.g., pressing an appropriate button or combination of buttons), the “Y” branch from step 711 is taken, and the control program first verifies whether the user has authority to perform the requested function (step 712). If the user lacks authority, an error message is displayed on the data display (713), and the control program returns to step 711. The camera may also make an appropriate audible error indication. If the user has authority, the “Y” branch is taken from step 712, and the requested function is performed. If the requested function is to capture an image (the “Y” branch from step 714), the control program causes the camera to capture the image. At approximately the same time, the identity of the photographer is imbedded in or associated with the image (step 716). This step may take different forms, and a single camera may support multiple options with regard thereto. In a simple form, the name of the photographer is superimposed on the image itself near the bottom or corner, just as it is common to superimpose a date or time on the image. Alternatively, the name of the photographer can be entered in a digital record which is associated with the image, so that it can subsequently be read by an appropriate device (such as a computer), even though the photographer's name is not directly superimposed on the image. This option gives a later viewer the ability to superimpose the name of the photographer or not, depending on preference, or to simply search for the name of the photographer in an on-line index or database of captured images. As a further alternative, the photographer identifier can be used to generate a digital signature which is associated with the image, and which would be difficult to alter using standard editing techniques. This could serve as evidence of authorship of digital photographs. After capturing the image and recording the photographer identifier, the control program returns to step 711.
If the requested function was to edit photographer profile 604 (“Y” branch from step 717), the control program prompts the user via the data display to choose an existing entry or a new entry (step 718). If the user chooses to edit an existing entry (the “N” branch from step 718), the user selects one of the existing entries, e.g., by cycling through the entries, a photographer ID being displayed on the data display for each respective entry, until the desired entry is found (step 719). The user then edits the entry, e.g., by changing the settings or the authority level, or by deleting the entry in its entirety (step 720). If the user chooses to create a new entry (“Y” branch from step 718), the camera sets up and performs an iris scan for the new entry as described previously, afterwards resetting itself to the normal viewing configuration (step 721). The user is then allowed to specify the photographer name, authority level, and optional settings associated with the new entry (step 722). In either case, the control program returns to step 711 after editing the photographer profile.
If the requested function was neither to capture an image nor to edit the photographer profile, the “N” branch is taken from step 717. In this case, if the requested function is to shut the camera off, the “Y” branch is taken from step 723 and the camera returns to idle state 701. In all other cases, the “N” branch is taken from step 723, and the camera performs the requested function (step 724), returning to step 711.
Since each person has two eyes, it would be possible to have two entries in the photographer profile for each individual, one entry corresponding to each eye. This is particularly recommended in the case of an individual having “Master” authority. E.g., in the event that the camera is somehow unable to recognize one of the irises, the individual's other iris may be scanned.
In the description above, various terminology and drawings have been used to imply that a camera according to the present invention takes still photographs. The camera configuration of
In the preferred embodiment described above, the biometric capability of a camera is used both to make a record of the photographer, and as an anti-theft or privacy device. This implementation is chosen because, once the camera has biometric capability and a stored database of biometric profiles, the addition of multiple such functions adds little or nothing to the cost of the camera. However, it would alternatively be possible to provide only some subset of the functions described herein. For example, a camera with biometric capability might be used solely for identifying a photographer and authenticating photographs, without the anti-theft and privacy capabilities to verify the authority of a user.
In the preferred embodiment described above, the biometric parameter used to identify the photographer is an iris scan. An iris scan has the advantage of being obtained optically, and thus using some or all of the same electronics which are used for image capturing in the camera. However, it will be appreciated that alternative biometrics could be used. For example, a retina scan could be used, although this typically requires a laser scanner. As another alternative, a scan of facial features is possible. The scan of facial features is more complex than a retina scan and, using today's technology, is probably less reliable and less repeatable. However, it does have the advantage that a much larger feature is being scanned. In the camera embodiment of
As a further alternative, it should be recognized that the biometric would not necessarily have to be optically obtained. For example, voice recognition technology has been used to identify individuals. Already, many digital cameras (and particularly motion video cameras) are equipped with microphones. The photographer may be prompted to speak a short phrase (such as the photographer's name), and the processor would match the digitized audio input with a previously stored voice print of the photographer. As an additional alternative biometric measurement, it is noted that gun manufacturers and others are currently experimenting with fingerprint sensors which would identify an individual from his fingers. This technology is currently primitive, but in the future might be used as a biometric identifier.
Although a specific embodiment of the invention has been disclosed along with certain alternatives, it will be recognized by those skilled in the art that additional variations in form and detail may be made within the scope of the following claims:
|Cited Patent||Filing date||Publication date||Applicant||Title|
|US5467403 *||Mar 31, 1993||Nov 14, 1995||Digital Biometrics, Inc.||Portable fingerprint scanning apparatus for identification verification|
|US5486892 *||Oct 28, 1994||Jan 23, 1996||Canon Kabushiki Kaisha||Camera with visual axis detecting device|
|US5579079 *||Apr 19, 1995||Nov 26, 1996||Canon Kabushiki Kaisha||Optical apparatus equipped with sight line detector|
|US5987155 *||Oct 27, 1997||Nov 16, 1999||Dew Engineering And Development Limited||Biometric input device with peripheral port|
|US6035054 *||Jan 7, 1997||Mar 7, 2000||Canon Kabushiki Kaisha||Visual axis detection apparatus and optical apparatus provided therewith|
|US6433818 *||Jul 15, 1999||Aug 13, 2002||Fotonation, Inc.||Digital camera with biometric security|
|US6590608 *||Mar 12, 2001||Jul 8, 2003||Hitachi, Ltd.||Method and apparatus for managing a plurality of images by classifying them into groups|
|Citing Patent||Filing date||Publication date||Applicant||Title|
|US7206022 *||Nov 25, 2002||Apr 17, 2007||Eastman Kodak Company||Camera system with eye monitoring|
|US7453517 *||Sep 9, 2003||Nov 18, 2008||Rohm Co., Ltd.||Image sensor module|
|US7466348 *||Jun 13, 2003||Dec 16, 2008||Canon Kabushiki Kaisha||Imaging apparatus and control method utilizing biometric information|
|US7693349 *||Apr 6, 2010||General Electric Company||Systems and methods for interactive image registration|
|US7702186 *||Mar 15, 2006||Apr 20, 2010||Kaboodle, Inc.||Classification and retrieval of digital photo assets|
|US7761453||Mar 2, 2007||Jul 20, 2010||Honeywell International Inc.||Method and system for indexing and searching an iris image database|
|US7768572 *||Dec 31, 2003||Aug 3, 2010||Lg Electronics Inc.||Iris recognition camera for an iris recognition system and a method of operation for an iris recognition camera|
|US7876357||Jun 2, 2005||Jan 25, 2011||The Invention Science Fund I, Llc||Estimating shared image device operational capabilities or resources|
|US7920169||Apr 26, 2005||Apr 5, 2011||Invention Science Fund I, Llc||Proximity of shared image devices|
|US7933507||Apr 26, 2011||Honeywell International Inc.||Single lens splitter camera|
|US8045764||Mar 2, 2007||Oct 25, 2011||Honeywell International Inc.||Expedient encoding system|
|US8049812||Mar 2, 2007||Nov 1, 2011||Honeywell International Inc.||Camera with auto focus capability|
|US8050463||Mar 2, 2007||Nov 1, 2011||Honeywell International Inc.||Iris recognition system having image quality metrics|
|US8055032||Nov 8, 2011||Premier Image Technology (China) Ltd.||Digital camera with fingerprint identification function|
|US8058972||Nov 15, 2011||University Of North Texas||Methods and devices for enrollment and verification of biometric information in identification documents|
|US8063889||Nov 22, 2011||Honeywell International Inc.||Biometric data collection system|
|US8064647||Nov 22, 2011||Honeywell International Inc.||System for iris detection tracking and recognition at a distance|
|US8085993||Dec 27, 2011||Honeywell International Inc.||Modular biometrics collection system architecture|
|US8090157||Jan 3, 2012||Honeywell International Inc.||Approaches and apparatus for eye detection in a digital image|
|US8090246||Aug 8, 2008||Jan 3, 2012||Honeywell International Inc.||Image acquisition system|
|US8098901||Jan 17, 2012||Honeywell International Inc.||Standoff iris recognition system|
|US8100543 *||Jun 12, 2007||Jan 24, 2012||Nvidia Corporation||Display system and method equipped with at least one steerable deflecting mirror|
|US8118440 *||Jun 12, 2007||Feb 21, 2012||Nvidia Corporation||Capture system and method equipped with at least one steerable deflecting mirror|
|US8213782||Jul 3, 2012||Honeywell International Inc.||Predictive autofocusing system|
|US8254768 *||Aug 8, 2011||Aug 28, 2012||Michael Braithwaite||System and method for illuminating and imaging the iris of a person|
|US8280119||Oct 2, 2012||Honeywell International Inc.||Iris recognition system using quality metrics|
|US8285005||Oct 9, 2012||Honeywell International Inc.||Distance iris recognition|
|US8350946||Sep 22, 2010||Jan 8, 2013||The Invention Science Fund I, Llc||Viewfinder for shared image device|
|US8359278||Jan 22, 2013||IndentityTruth, Inc.||Identity protection|
|US8436907||Dec 31, 2009||May 7, 2013||Honeywell International Inc.||Heterogeneous video capturing system|
|US8442276||May 14, 2013||Honeywell International Inc.||Invariant radial iris segmentation|
|US8472681||Jun 11, 2010||Jun 25, 2013||Honeywell International Inc.||Iris and ocular recognition system using trace transforms|
|US8488846||Sep 30, 2011||Jul 16, 2013||Honeywell International Inc.||Expedient encoding system|
|US8606383||Apr 23, 2010||Dec 10, 2013||The Invention Science Fund I, Llc||Audio sharing|
|US8630464||Jun 11, 2010||Jan 14, 2014||Honeywell International Inc.||Adaptive iris matching using database indexing|
|US8689287 *||Aug 17, 2006||Apr 1, 2014||Northrop Grumman Systems Corporation||Federated credentialing system and method|
|US8705808||Mar 2, 2007||Apr 22, 2014||Honeywell International Inc.||Combined face and iris recognition system|
|US8742887||Sep 3, 2010||Jun 3, 2014||Honeywell International Inc.||Biometric visitor check system|
|US8761458||Mar 31, 2011||Jun 24, 2014||Honeywell International Inc.||System for iris detection, tracking and recognition at a distance|
|US8819793||Sep 20, 2011||Aug 26, 2014||Csidentity Corporation||Systems and methods for secure and efficient enrollment into a federation which utilizes a biometric repository|
|US8831416 *||Jul 25, 2012||Sep 9, 2014||Michael Braithwaite||System and method for illuminating and identifying a person|
|US8902320||Jun 14, 2005||Dec 2, 2014||The Invention Science Fund I, Llc||Shared image device synchronization or designation|
|US8958606 *||Jun 11, 2012||Feb 17, 2015||Eyelock, Inc.||Mirror system and method for acquiring biometric data|
|US8964054||Feb 1, 2007||Feb 24, 2015||The Invention Science Fund I, Llc||Capturing selected image objects|
|US8988537 *||Sep 13, 2007||Mar 24, 2015||The Invention Science Fund I, Llc||Shared image devices|
|US9001215||Nov 28, 2007||Apr 7, 2015||The Invention Science Fund I, Llc||Estimating shared image device operational capabilities or resources|
|US9002073||Feb 21, 2013||Apr 7, 2015||Eyelock, Inc.||Mobile identity platform|
|US9019383 *||Oct 31, 2008||Apr 28, 2015||The Invention Science Fund I, Llc||Shared image devices|
|US9035895||Mar 13, 2013||May 19, 2015||Apple Inc.||Redundant sensing element sampling|
|US9036871||Feb 21, 2013||May 19, 2015||Eyelock, Inc.||Mobility identity platform|
|US9041826||Aug 18, 2006||May 26, 2015||The Invention Science Fund I, Llc||Capturing selected image objects|
|US9055198 *||Jun 11, 2012||Jun 9, 2015||Eyelock, Inc.||Mirror system and method for acquiring biometric data|
|US9076208||Feb 28, 2006||Jul 7, 2015||The Invention Science Fund I, Llc||Imagery processing|
|US9082456||Jul 26, 2005||Jul 14, 2015||The Invention Science Fund I Llc||Shared image device designation|
|US9092652||Mar 15, 2013||Jul 28, 2015||Apple Inc.||Zero reference based ridge flow map|
|US9095287||Mar 5, 2013||Aug 4, 2015||Eyelock, Inc.||System and method for iris data acquisition for biometric identification|
|US9117119||Apr 5, 2012||Aug 25, 2015||Eyelock, Inc.||Mobile identity platform|
|US9124729||Oct 17, 2007||Sep 1, 2015||The Invention Science Fund I, Llc||Shared image device synchronization or designation|
|US9191611||Nov 1, 2005||Nov 17, 2015||Invention Science Fund I, Llc||Conditional alteration of a saved image|
|US9192297||Mar 5, 2013||Nov 24, 2015||Eyelock Llc||System and method for iris data acquisition for biometric identification|
|US9218544||Feb 1, 2013||Dec 22, 2015||Apple Inc.||Intelligent matcher based on situational or spatial orientation|
|US9235728||Feb 16, 2012||Jan 12, 2016||Csidentity Corporation||System and methods for identifying compromised personally identifiable information on the internet|
|US9237152||Jun 14, 2014||Jan 12, 2016||Csidentity Corporation||Systems and methods for secure and efficient enrollment into a federation which utilizes a biometric repository|
|US9253433||Nov 27, 2012||Feb 2, 2016||International Business Machines Corporation||Method and apparatus for tagging media with identity of creator or scene|
|US9253434||Sep 18, 2013||Feb 2, 2016||International Business Machines Corporation||Method and apparatus for tagging media with identity of creator or scene|
|US9280706||Feb 16, 2012||Mar 8, 2016||Eyelock Llc||Efficient method and system for the acquisition of scene imagery and iris imagery using a single sensor|
|US9342725||Mar 15, 2013||May 17, 2016||Apple Inc.||Image manipulation utilizing edge detection and stitching for fingerprint recognition|
|US20030235411 *||Jun 13, 2003||Dec 25, 2003||Canon Kabushiki Kaisha||Imaging apparatus and method of controlling same|
|US20040008263 *||Jul 9, 2002||Jan 15, 2004||Sayers Craig P.||Internet-enabled photographing system|
|US20040056972 *||Sep 17, 2003||Mar 25, 2004||Samsung Techwin Co., Ltd.||Method for identifying users of a digital camera and digital camera adopting the method|
|US20040100567 *||Nov 25, 2002||May 27, 2004||Eastman Kodak Company||Camera system with eye monitoring|
|US20040160518 *||Dec 31, 2003||Aug 19, 2004||Lg Electronics Inc.||IRIS recognition camera for an iris recognition system and a method of operation for an iris recognition camera|
|US20050024516 *||Jul 31, 2003||Feb 3, 2005||Robert Fish||Digital camera|
|US20050253951 *||Sep 9, 2003||Nov 17, 2005||Rohm Co., Ltd.||Image sensor module|
|US20060104483 *||Nov 12, 2004||May 18, 2006||Eastman Kodak Company||Wireless digital image capture device with biometric readers|
|US20060193501 *||Sep 9, 2004||Aug 31, 2006||Woong-Tuk Yoo||Apparatus for photographing iris pattern|
|US20080044104 *||Aug 15, 2006||Feb 21, 2008||General Electric Company||Systems and methods for interactive image registration|
|US20080046984 *||Aug 17, 2006||Feb 21, 2008||Iana Livia Bohmer||Federated credentialing system and method|
|US20080309794 *||Jun 19, 2007||Dec 18, 2008||Mikhail Milgramm||Digital camera for protection of creative works|
|US20090073268 *||Oct 31, 2008||Mar 19, 2009||Searete Llc||Shared image devices|
|US20090073272 *||May 31, 2008||Mar 19, 2009||Hon Hai Precision Industry Co., Ltd.||Digital image capturing system and control method thereof|
|US20090097718 *||Jul 1, 2008||Apr 16, 2009||Premier Image Technology(China) Ltd.||Digital camera with fingerprint identification function|
|US20100052852 *||Apr 24, 2008||Mar 4, 2010||University Of North Texas||Methods and devices for enrollment and verification of biometric information in identification documents|
|US20100207727 *||Aug 19, 2010||Sony Corporation||Information processing apparatus, method, and program|
|US20120163783 *||Jun 28, 2012||Michael Braithwaite||System and method for illuminating and imaging the iris of a person|
|US20120242821 *||Sep 27, 2012||Eyelock, Inc.||Mirror system and method for acquiring biometric data|
|US20120243749 *||Jun 11, 2012||Sep 27, 2012||Eyelock, Inc.||Mirror system and method for acquiring biometric data|
|US20130188083 *||Jul 25, 2012||Jul 25, 2013||Michael Braithwaite||System and Method for Illuminating and Identifying a Person|
|US20150143512 *||Nov 20, 2014||May 21, 2015||Hong Fu Jin Precision Industry (Wuhan) Co., Ltd.||Iris key, system and method of unlocking electronic device using the iris key|
|U.S. Classification||348/78, 348/161, 348/E05.042, 382/117, 348/335|
|International Classification||G06K9/00, H04N5/232|
|Cooperative Classification||G06K9/00597, H04N5/232|
|European Classification||H04N5/232, G06K9/00S|
|Dec 22, 2000||AS||Assignment|
Owner name: INTERNATIONAL BUSINESS MACHINES CORPORATION, NEW Y
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:BATES, CARY L.;BARSNESS, ERIC L.;SANTOSUOSSO, JOHN M.;REEL/FRAME:011422/0758
Effective date: 20001221
|Jan 30, 2006||AS||Assignment|
Owner name: MEDIATEK INC., TAIWAN
Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:INTERNATIONAL BUSINESS MACHINES CORPORATION;REEL/FRAME:017083/0887
Effective date: 20051228
|Feb 17, 2009||FPAY||Fee payment|
Year of fee payment: 4
|Oct 2, 2012||FPAY||Fee payment|
Year of fee payment: 8